SafetyGraph
546,891 industrial incident records in one API
Get picks like this daily. The day's top launches, AI/tech news, and a weekly opportunity spotlight — straight to your inbox.
This is 1 of 72 launches in AI testing harnesses and safety tools — see how it stacks up on momentum and crowding →
48 other launches read as similar to this one →
Details
- External ID
- 1274205
- Source
- PH
- Company
- —
- Product
- SafetyGraph
- Website domain
- producthunt.com
- Launched
- Oct. 9, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.3259180348414588
- Tags
- API, SaaS, Developer Tools
- Fetched at
- Oct. 9, 2026, 5:01 p.m.
- Updated at
- Oct. 9, 2026, 5:01 p.m.
Description
SafetyGraph normalizes 546,891 official MSHA, OSHA and UK HSE incident records into one causal dataset — hazard, equipment, activity, consequence — behind a tested API, with benchmark briefs and a one-command Docker install.
Enrichment
- Niche
- AI testing harnesses and safety tools
- Vertical
- Manufacturing
- Function
- Data infrastructure
- Audience
- Developer
- AI stance
- Not AI
- Project type
- Commercial product
- Normalized one-liner
- api for industrial incident records
- Manually corrected
- False
Could you build this?
Partial Exposing an API in Docker is easy, but extracting, cleaning, harmonizing, and structuring over 500,000 regulatory records across diverse international safety agency databases is an intense data engineering task.
What it would actually take: The core effort lies in data engineering: web scraping historical MSHA, OSHA, and UK HSE databases, handling heterogeneous legacy schemas, and using NLP/NER to normalize hazard classifications, equipment types, and causal chains into an ontologically consistent knowledge graph. The backend itself can be standard FastAPI/PostgreSQL with vector/full-text search, but assembling and validating the underlying dataset requires substantial data munging and safety domain knowledge.
Competitors
Other products that read as similar to this one — 48 launches clear the similarity bar, closest 8 shown.
Attention rank: #20 of 49 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 295 days after the earliest competitor.
- SafetyLeads · ph · 2026-09-16 · 1 upvotes · similarity 0.51
- ChemEngine Datatools · ph · 2026-09-17 · 1 upvotes · similarity 0.44
- FORM 300 LOGBOOK · ph · 2026-09-29 · 1 upvotes · similarity 0.44
- roguard-child-safety · github · 2026-09-30 · 13 upvotes · similarity 0.41
- 6ES7136-6BA01-0CA0:Safety Input Module · ph · 2026-09-19 · 1 upvotes · similarity 0.39
- Nosology.AI · ph · 2026-10-06 · 2 upvotes · similarity 0.38
- NursingLedger · ph · 2026-09-22 · 1 upvotes · similarity 0.38
- Mines.fyi · hn · 2026-02-20 · 103 upvotes · similarity 0.38
Other launches for this product
- No other launches for this product.